Claim · model-written summary
Herbicide reduction effectively controlled weed growth in soybean fields.
- Taxon
- soybean
Glycine maxe5 - Treatment
- herbicide reductione5
- Interactor
- weede5weed
- Outcome
- weed growthe5
- Direction
- effectively controle5
Not reportedMaterialGeneCompoundOrgan / stageSecond interactorSecond interactor roleComparatorSettingValueQualifier
Organisms pictured · Representative pictures of the matched species, not figures from the paper.

Verbatim
e5“herbicide reduction could effectively control weed growth and would not hinder soybean growth”
Title
Weed detection in soybean fields using improved YOLOv7 and evaluating herbicide reduction efficacy
Jinyang Li; Wei Zhang; Hong Zhou; et al. Frontiers in Plant Science 2024. doi:10.3389/fpls.2023.1284338
Other claims from this paper (7)
- Method / resource YOLOv7-FWeed outperformed YOLOv7 and YOLOv7-enhanced in all evaluation indexes for weed detection in soybean fields.
- Method / resource YOLOv7-FWeed precision was 0.9496 in soybean fields.
- Method / resource YOLOv7-FWeed recall was 0.9125 in soybean fields.
- Method / resource YOLOv7-FWeed F1 score was 0.9307 in soybean fields.
- Method / resource YOLOv7-FWeed mAP was 0.9662 in soybean fields.
- Recommendation Electrostatic spraying with a 10% herbicide reduction could be used for weeding in soybean fields.
- Intervention effect Herbicide reduction did not hinder soybean growth.